I am trying to identify the minimum number of stations using the Location-Allocation minimize stations function. I have 710 potential locations and roughly 40,000 demand points. Based on the street speed limits, and the size of the area, I believe that all of the demand points could be reached by 7-9 stations within 4 minutes, and 4-5 stations in 8 minutes (just eyeballing it based on previous service area maps). However, when I run the minimize facilities problem type using a 4 minute impedance in the location allocation tool, the results show approximately 21 stations, and many are within a thousand feet of each other. There are only two settings: the impedance cut-off (I'm using 4) and the impedance transformation (I'm using linear), am I doing this incorrectly? Any advice would be much appreciated, I've been working on this for a couple of days with much aggravation.
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